Название: Algorithmic Mathematics in Machine Learning
Автор: Bastian Bohn, Jochen Garcke, Michael Griebel
Издательство: SIAM (Society for Industrial and Applied Mathematics)
Серия: Data Science Book Series
Год: 2024
Страниц: 235
Язык: английский
Формат: pdf (true)
Размер: 25.5 MB

This unique book explores several well-known Machine Learning and data analysis algorithms from a mathematical and programming perspective. The authors present Machine Learning methods, review the underlying mathematics, and provide programming exercises to deepen the reader's understanding; accompany application areas with exercises that explore the unique characteristics of real-world data sets (e.g., image data for pedestrian detection, biological cell data); and provide new terminology and background information on mathematical concepts, as well as exercises, in “info-boxes” throughout the text. Most chapters of this book will be accompanied by a variety of programming exercises, which are intended to be solved in Jupyter notebooks. There, we also provide templates for some of the programming exercises. We assume that the reader is familiar with basic Python tools and libraries. However, we also provide a brief tutorial on the most important Python and NumPy concepts. Moreover, we will learn how to use the Machine Learning libraries Scikit-Learn and Keras. The latter serves as an interface to Tensor Flow.

Название: Create an Uber Clone in 7 Days: Build a real world full stack mobile app in Java
Автор: Shai Almog, Steve Hannah
Издательство: Independently published
Серия: Clone a Mobile App in Java
Год: 2018
Страниц: 511
Язык: английский
Формат: epub
Размер: 10.1 MB

The goal of this book is to teach via familiarity. Since the Uber application is well designed and familiar we chose it as the target but the book isn't meant as a "copy Uber" cookbook. Many applications are built around ideas similar to Uber and utilize designs inspired by Uber. It's our assumption that you can learn a lot by understanding how to build something "like" Uber. We break down a real world application from client to the server. This fills in all the pieces, that typical tech books skim over. I wanted to create a book that would show you how to build a fully functional MVP (Minimum Viable Product) within a week. I wanted to illustrate the shortcuts that make sense and those that don’t. This is a powerful approach whether you are building a startup or working within a large corporation. The book requires basic knowledge of Java but doesn't require prior knowledge of Codename One, Spring Boot or MySQL.

Название: High Performance .NET: Recipes and Thoughts for .NET 8, 9, and C# 12, 13
Автор: Armen Melkumyan
Издательство: Independently published
Год: 2024
Страниц: 691
Язык: английский
Формат: epub
Размер: 10.1 MB

In today’s world, where software is expected to run faster, scale efficiently, and handle more complexity than ever before, writing high-performance code is no longer a luxury—it's a necessity. This book is designed to help you harness the full power of .NET and C#, delving into the features and optimizations introduced in the latest versions of the platform. Whether you’re building high-traffic web applications, computationally intensive tasks, or real-time systems, this guide is your toolkit for achieving peak performance. .NET has grown into a powerhouse platform with a broad range of capabilities—from low-level memory management to cutting-edge parallel programming techniques and GPU acceleration. In this book, we’ll explore both the science and the art of performance tuning in .NET. Through practical examples, hands-on recipes, and detailed technical breakdowns, you'll learn how to squeeze every ounce of speed and efficiency out of your code.

Название: Mastering NUnit in C#: A Comprehensive Guide to Unit Testing
Автор: BOSCO-IT CONSULTING
Издательство: BOSCO-IT CONSULTING
Год: 2025
Формат: epub, pdf
Страниц: 260
Размер: 24,05 Мб
Язык: английский

Mastering NUnit in C#: A Comprehensive Guide to Unit Testing: Build Reliable and Maintainable C# Applications with Effective Unit Testing. This book begins with an introduction to unit testing principles and the importance of automated testing in software development. It then walks you through setting up NUnit in your C# projects, writing basic and advanced test cases, and implementing best practices for effective test automation. Through step-by-step explanations and real-world examples, you will learn how to create maintainable and robust tests that improve the stability of your applications.

Название: The Art of Rust: Professional Patterns for Clean, Efficient, and Maintainable Code
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1605
Язык: английский
Формат: epub (true)
Размер: 16.1 MB

The Art of Rust is a comprehensive guide that transforms programmers into Rust craftspeople. This book delves deep into the principles of writing elegant, performant, and maintainable Rust code, going beyond basic syntax to explore the philosophy behind truly professional Rust development. Starting with fundamental clean code principles adapted specifically for Rust's unique paradigms, readers progress through increasingly sophisticated topics including ownership patterns, trait-based design, and advanced error handling strategies. Each chapter combines theoretical knowledge with practical examples, demonstrating how to leverage Rust's powerful features while avoiding common pitfalls. Whether you're an experienced developer transitioning to Rust or a Rust programmer looking to elevate your skills, this book provides a structured path to mastery. By the final chapter, readers will possess not just technical knowledge but a refined sense of craftsmanship that enables them to write Rust code that is both beautiful and robust.

Название: Prompt Engineering in 30 Days: The Complete Beginner's Guide
Автор: Aniket Jain
Издательство: Independently published
Серия: Zero to Hero in 30 Days: The Accelerated Learning Series
Год: 2025
Страниц: 223
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Prompt Engineering in 30 Days: The Complete Beginner’s Guide is the ultimate hands-on roadmap for mastering prompt engineering AI, AI prompt engineering, and LLM AI book techniques. Designed for absolute beginners, this book takes you from novice to expert in just 30 days with a structured, easy-to-follow approach to LLM book strategies, AI prompts, and prompt AI techniques. With step-by-step lessons, real-world examples, and hands-on exercises, this book is perfect for those looking for a comprehensive yet practical introduction to prompt engineering for beginners. Whether you are a student, developer, entrepreneur, or AI enthusiast, you’ll find everything you need to create powerful AI prompts that generate accurate, efficient, and context-aware responses. Whether you’re new to AI, preparing for a career in AI automation, or simply want to leverage AI prompt engineering for productivity, this book provides a complete, practical guide to AI prompts, LLM book strategies, and prompt engineering AI techniques.

Название: Predictive Time Series Forecasting with Python: Mastering Machine Learning and Deep Learning Approaches for Industry-Ready Predictions
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1878
Язык: английский
Формат: epub (true)
Размер: 16.4 MB

"Predictive Time Series Forecasting with Python" is a comprehensive guide that equips data scientists, analysts, and Machine Learning practitioners with the skills to build industry-ready forecasting models. The book bridges the gap between theoretical concepts and practical implementation, covering everything from classical statistical methods to cutting-edge Deep Learning approaches. Readers will master essential techniques for handling time-dependent data, including feature engineering, model selection, and evaluation strategies specific to temporal data. The book explores both univariate and multivariate forecasting, probabilistic predictions, and advanced architectures like RNNs, transformers, and N-BEATS. Through hands-on examples and real-world case studies, readers will learn to build robust forecasting pipelines that can be deployed in production environments. Whether you're predicting financial markets, energy demand, retail sales, or website traffic, this book provides the tools and techniques to create accurate, scalable, and interpretable forecasting systems. With a focus on Python implementation using libraries like Pandas, PyTorch, and Scikit-learn, readers will develop practical skills that can be immediately applied to solve complex forecasting challenges across industries.

Название: Programming The ESP32 In C Using The Espressif IDF
Автор: Harry Fairhead
Издательство: I/O Press
Год: October 19, 2024
Страниц: 445
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The Espressif ESP32 is a remarkable device. It is low cost but with many different subsystems that make it more powerful than you might think. You can use it for simple applications because it is cheap, but you can also use it for more sophisticated applications because it is capable. C is the ideal choice of language to program the ESP32, ensuring that your programs are fast and efficient, and here it is used with the Espressif IoT Development Framework, ESP-IDF and VS Code, a combination which makes it simple to get started and provides a wealth of functions not found elsewhere. The use of C ensures that your programs are fast and efficient and the ESP-IDF lets you work with all of the versions of the ESP32 using the same code. It has the advantage over other approaches such as the Arduino library for the ESP32 of being targeted directly at just one platform. You can extend the language to C++, but for the sake of efficiency and simplicity all of the code in this book is in C.

Название: ChatGPT Coding Express: write code at Lightning speed
Автор: Arya Saini
Издательство: Independently published
Год: 2025
Страниц: 98
Язык: английский
Формат: pdf
Размер: 10.1 MB

ChatGPT Coding Masterclass: Build Games, Web Apps & AI Tools with ChatGPT! Unlock the Future of Coding with AI! Are you ready to supercharge your programming skills with the power of ChatGPT? Whether you're a beginner or an experienced developer, this ChatGPT Coding Masterclass will teach you how to leverage AI to build games, web apps, and real-world tools—faster and smarter than ever before! We start with the basics, explaining what ChatGPT is, how it works, and how it compares to other chatbots. Understanding both the advantages and limitations of AI chatbots will give you a clear idea of their potential in various fields. Then, we guide you through the process of setting up a ChatGPT account and installing essential tools to maximize its capabilities. This book is not just about theory—it’s highly practical. You will learn how to use ChatGPT for programming in different languages, including jаvascript, React.js, and C++. With step-by-step guidance, you will create small but useful projects like a timer, a guessing game, and even a chatbot. These hands-on exercises will help you see how ChatGPT can assist in coding, debugging, and improving efficiency in software development.

Название: PHP. Разработка модуля комментариев для сайта
Автор: Дмитрий Приходько
Издательство: Автор
Год: 2021
Формат: pdf, epub
Страниц: 157
Размер: 13,79 Мб
Язык: русский

В книге рассмотрен вариант разработки модуля комментариев для сайта на чистом языке php в процедурном стиле.